{"id":"W2752298795","doi":"10.1016/j.jtice.2017.08.037","title":"Facile construction of satellite-like PtAu nanocrystals with dendritic shell as highly efficient electrocatalysts toward ethylene glycol oxidation","year":2017,"lang":"en","type":"article","venue":"Journal of the Taiwan Institute of Chemical Engineers","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"Priority Academic Program Development of Jiangsu Higher Education Institutions; National Natural Science Foundation of China","keywords":"Ethylene glycol; Anode; Catalysis; Electrochemistry; Nanocrystal; Materials science; Nanotechnology; Chemical engineering; Fuel cells; Chemistry; Electrode; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008846516,0.0001737273,0.0001605467,0.00009211292,0.0001141885,0.0002232469,0.0002486124,0.0002427415,0.0005001401],"category_scores_gemma":[0.0001382116,0.0001387447,0.0001642268,0.00009816181,0.0001508107,0.0002444471,0.000178987,0.0002997158,0.0002198452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003732087,"about_ca_system_score_gemma":0.0001929766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008349543,"about_ca_topic_score_gemma":0.002011487,"domain_scores_codex":[0.999941,0.000004901907,0.00000485054,0.00001651291,0.00002063583,0.00001207834],"domain_scores_gemma":[0.9999532,0.00000799994,0.000009749375,0.000008244193,0.00001171314,0.000009108527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002144774,0.000009318763,0.00005321252,0.00002003734,0.000002509097,0.0000291533,0.00001854697,0.0001256939,0.9982775,0.0002688364,0.00004342848,0.001130257],"study_design_scores_gemma":[0.000005013732,0.0000246444,0.0002229005,9.009742e-7,0.000003837195,0.00002896866,0.000006827251,0.001476927,0.9974086,0.00002590037,0.000793184,0.000002440703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893472,0.0003196732,0.00716201,0.00008368755,0.00002446138,0.00002616503,0.0001216911,0.0001222384,0.002792882],"genre_scores_gemma":[0.9941361,0.000152813,0.003944019,0.00001549963,0.000002502155,0.00001260629,0.00009473092,0.00002109238,0.001620645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008349543,"threshold_uncertainty_score":0.002707899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006525514342422825,"score_gpt":0.2090630724090295,"score_spread":0.2025375580666067,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}